Cooperative NOMA-enabled SWIPT IoT networks with imperfect SIC: Performance analysis and deep learning evaluation

TH Vu, TV Nguyen, S Kim - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… TS with perfect SIC is smaller than that of imperfect SIC while the … of U1 with imperfect SIC is
less than that of the perfect SIC and … To evaluate the estimation performance of the proposed …

Performance analysis and deep learning design of wireless powered cognitive NOMA IoT short-packet communications with imperfect CSI and SIC

TH Vu, TV Nguyen, TT Nguyen… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… In addition, the works of [29]–[33] only evaluated the performance of the NOMA systems …
capability of users during the SIC process. Accordingly, the impacts of imperfect SIC (iSIC) may …

Deep learning-based MIMO-NOMA with imperfect SIC decoding

JM Kang, IM Kim, CJ Chun - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
… For performance evaluation, we consider two different cases: for Case 1 (resp. Case 2), the
constellations of users 1,...,K − 1 are set to the binary phase shift keying (BPSK) [resp. the 16-…

Performance analysis and deep learning design of underlay cognitive NOMA-based CDRT networks with imperfect SIC and co-channel interference

TH Vu, TV Nguyen, DB da Costa… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… We evaluate the performance of the proposed DL approaches in terms of the RMSE and
run-time prediction. The RMSE is considered to determine the difference between the forecast …

Massive MIMO-NOMA networks with imperfect SIC: Design and fairness enhancement

AS De Sena, FRM Lima, DB Da Costa… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… the impact of residual error from imperfect SIC, we derive the … MIMO-NOMA systems with
imperfect SIC decoding. • Next, we … investigate the impact of imperfect SIC and demonstrate the …

Semi-Federated Learning for Edge Intelligence with Imperfect SIC

W Ni, J Zheng, YC Eldar, C You… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
… Accounting for the effect of imperfect SIC, we defined two metrics to evaluate the communication
and learning performance of heterogeneous clients. To improve sum rate and reduce …

Performance analysis of overlay cognitive NOMA network with imperfect SIC and imperfect CSI

H Huang, Y Shi, L Liang, J He, X Zhang - Physical Communication, 2022 - Elsevier
… ) and imperfect channel state information (CSI). In the context … networks by taking the imperfect
SIC and CSI into consideration… caused by imperfect SIC and (or) imperfect CSI reduce the …

Low-complexity power allocation in NOMA systems with imperfect SIC for maximizing weighted sum-rate

X Wang, R Chen, Y Xu, Q Meng - IEEE Access, 2019 - ieeexplore.ieee.org
… allocation method with imperfect SIC. Moreover, for both the perfect and imperfect SIC, we
… In following subsections, we evaluate performances of the proposed schemes without and …

Deep cognitive perspective: Resource allocation for NOMA-based heterogeneous IoT with imperfect SIC

M Liu, T Song, G Gui - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
… performance evaluationimperfect SIC condition, and deal with the mutual interference
between the MUs and IoTUs. If we define κ as the residual power parameter for the imperfect SIC, …

Joint user clustering, beamforming, and power allocation for mmWave-NOMA with imperfect SIC

B Lim, WJ Yun, J Kim, YC Ko - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
… 6, we evaluate the impacts of number of UEs on different clustering and beamforming
algorithms. We can see that the performance with MRT beamforming is slightly improved as the …